14 citations · 26 across the 14 of their papers we have counts for
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q-bio.NC2020★ 14 cited
Entropic Causal Inference for Neurological Applications
Jeremie Fish, Alexander DeWitt, Abd AlRahman R. AlMomani +2
The ultimate goal of cognitive neuroscience is to understand the mechanistic neural processes underlying the functional organization of the brain. Key to this study is understandin…
stat.ME2020
Interaction Networks from Discrete Event Data by Poisson Multivariate Mutual Information Estimation and Information Flow with Applications from Gene Expression Data
Jeremie Fish, Jie Sun, Erik Bollt
In this work, we introduce a new methodology for inferring the interaction structure of discrete valued time series which are Poisson distributed. While most related methods are pr…